| 2025 | ACL | Tracr-Injection: Distilling Algorithms into Pre-trained Language Models. | Toms Vergara Browne, Alvaro Soto |
| 2025 | CVPR | Data Distributional Properties As Inductive Bias for Systematic Generalization. | Felipe del Ro, Alain Raymond-Saez, Daniel Florea, Rodrigo Toro Icarte, Julio Hurtado, Cristian Buc Calderon, Alvaro Soto |
| 2025 | CVPR | Behind the Magic, MERLIM: Multi-modal Evaluation Benchmark for Large Image-Language Models. | Andrs Villa, Juan Len Alczar, Alvaro Soto, Bernard Ghanem |
| 2024 | ACL | Extracting and Encoding: Leveraging Large Language Models and Medical Knowledge to Enhance Radiological Text Representation. | Pablo Messina, Ren Vidal, Denis Parra, Alvaro Soto, Vladimir Araujo |
| 2023 | ACL | A Memory Model for Question Answering from Streaming Data Supported by Rehearsal and Anticipation of Coreference Information. | Vladimir Araujo, Alvaro Soto, Marie-Francine Moens |
| 2023 | CVPR | PIVOT: Prompting for Video Continual Learning. | Andrs Villa, Juan Len Alczar, Motasem Alfarra, Kumail Alhamoud, Julio Hurtado, Fabian Caba Heilbron, Alvaro Soto, Bernard Ghanem |
| 2022 | CVPR | Entropy-based Stability-Plasticity for Lifelong Learning. | Vladimir Araujo, Julio Hurtado, Alvaro Soto, Marie-Francine Moens |
| 2022 | IJCNLP | How Relevant is Selective Memory Population in Lifelong Language Learning? | Vladimir Araujo, Helena Balabin, Julio Hurtado, Alvaro Soto, Marie-Francine Moens |
| 2022 | LREC | Evaluation Benchmarks for Spanish Sentence Representations. | Vladimir Araujo, Andrs Carvallo, Souvik Kundu, Jos Caete, Marcelo Mendoza, Robert E. Mercer, Felipe Bravo-Marquez, Marie-Francine Moens, Alvaro Soto |
| 2021 | ACL | Inspecting the concept knowledge graph encoded by modern language models. | Carlos Aspillaga, Marcelo Mendoza, Alvaro Soto |
| 2021 | BMVC | TNT: Text-Conditioned Network with Transductive Inference for Few-Shot Video Classification. | Andrs Villa, Juan-Manuel Prez-Ra, Vladimir Araujo, Juan Carlos Niebles, Victor Escorcia, Alvaro Soto |
| 2021 | EMNLP | Augmenting BERT-style Models with Predictive Coding to Improve Discourse-level Representations. | Vladimir Araujo, Andrs Villa, Marcelo Mendoza, Marie-Francine Moens, Alvaro Soto |
| 2019 | WACV | Interpretable Visual Question Answering by Visual Grounding From Attention Supervision Mining. | Yundong Zhang, Juan Carlos Niebles, Alvaro Soto |
| 2018 | ECCV | End-to-End Joint Semantic Segmentation of Actors and Actions in Video. | Jingwei Ji, Shyamal Buch, Alvaro Soto, Juan Carlos Niebles |
| 2018 | EMNLP | Translating Navigation Instructions in Natural Language to a High-Level Plan for Behavioral Robot Navigation. | Xiaoxue Zang, Ashwini Pokle, Marynel Vzquez, Kevin Chen, Juan Carlos Niebles, Alvaro Soto, Silvio Savarese |
| 2018 | HRI | Behavioral Indoor Navigation With Natural Language Directions. | Xiaoxue Zang, Marynel Vzquez, Juan Carlos Niebles, Alvaro Soto, Silvio Savarese |
| 2018 | ICRA | A Deep Learning Based Behavioral Approach to Indoor Autonomous Navigation. | Gabriel Sepulveda, Juan Carlos Niebles, Alvaro Soto |
| 2017 | CIARP | Unsupervised Local Regressive Attributes for Pedestrian Re-identification. | Billy Peralta, Luis Alberto Caro, Alvaro Soto |
| 2017 | IJCAI | How a General-Purpose Commonsense Ontology can Improve Performance of Learning-Based Image Retrieval. | Rodrigo Toro Icarte, Jorge A. Baier, Cristian Ruz, Alvaro Soto |
| 2017 | RecSys | Comparing Neural and Attractiveness-based Visual Features for Artwork Recommendation. | Vicente Dominguez, Pablo Messina, Denis Parra, Domingo Mery, Christoph Trattner, Alvaro Soto |
| 2016 | CVPR | Action Recognition in Video Using Sparse Coding and Relative Features. | Anal Alfaro, Domingo Mery, Alvaro Soto |
| 2016 | CVPR | A Hierarchical Pose-Based Approach to Complex Action Understanding Using Dictionaries of Actionlets and Motion Poselets. | Ivan Lillo, Juan Carlos Niebles, Alvaro Soto |
| 2015 | RecSys | Towards Improving Top-N Recommendation by Generalization of SLIM. | Santiago Larrain, Denis Parra, Alvaro Soto |
| 2015 | WACV | Visual Recognition to Access and Analyze People Density and Flow Patterns in Indoor Environments. | Cristian Ruz, Christian Pieringer, Billy Peralta, Ivan Lillo, Pablo Espinace, R. Gonzalez, B. Wendt, Domingo Mery, Alvaro Soto |
| 2014 | ACCV | Multi-target Tracking with Sparse Group Features and Position Using Discrete-Continuous Optimization. | Billy Peralta, Alvaro Soto |
| 2014 | CVPR | Discriminative Hierarchical Modeling of Spatio-temporally Composable Human Activities. | Ivan Lillo, Alvaro Soto, Juan Carlos Niebles |
| 2013 | ICCV | Hierarchical Joint Max-Margin Learning of Mid and Top Level Representations for Visual Recognition. | Hans Lobel, Ren Vidal, Alvaro Soto |
| 2013 | PSIVT | Human Action Recognition from Inter-temporal Dictionaries of Key-Sequences. | Anal Alfaro, Domingo Mery, Alvaro Soto |
| 2013 | PSIVT | Joint Dictionary and Classifier Learning for Categorization of Images Using a Max-margin Framework. | Hans Lobel, Ren Vidal, Domingo Mery, Alvaro Soto |
| 2012 | BMVC | Adaptive hierarchical contexts for object recognition with conditional mixture of trees. | Billy Peralta, Pablo Espinace, Alvaro Soto |
| 2011 | CIARP | Mixing Hierarchical Contexts for Object Recognition. | Billy Peralta, Alvaro Soto |
| 2010 | ACCV | Face Recognition with Decision Tree-Based Local Binary Patterns. | Daniel Maturana, Domingo Mery, Alvaro Soto |
| 2010 | ICRA | Indoor scene recognition through object detection. | Pablo Espinace, Thomas Kollar, Alvaro Soto, Nicholas Roy |
| 2007 | CIARP | Human Detection in Indoor Environments Using Multiple Visual Cues and a Mobile Robot. | Stefan Pszczlkowski, Alvaro Soto |
| 2006 | PSIVT | Automatic Selection and Detection of Visual Landmarks Using Multiple Segmentations. | Daniel Langdon, Alvaro Soto, Domingo Mery |
| 2005 | IJCAI | Self Adaptive Particle Filter. | Alvaro Soto |
| 2003 | KI | A Probabilistic Approach for Dynamic State Estimation Using Visual Information. | Alvaro Soto, Pradeep K. Khosla |
| 2001 | ISRR | Probabilistic Adaptive Agent Based System for Dynamic State Estimation using Multiple Visual Cues. | Alvaro Soto, Pradeep K. Khosla |